{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T16:16:51Z","timestamp":1758125811890,"version":"3.41.2"},"reference-count":31,"publisher":"World Scientific Pub Co Pte Ltd","issue":"05","funder":[{"DOI":"10.13039\/100022796","name":"Hubei Three Gorges Laboratory","doi-asserted-by":"publisher","award":["SC232010"],"award-info":[{"award-number":["SC232010"]}],"id":[{"id":"10.13039\/100022796","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Wavelets Multiresolut Inf. Process."],"published-print":{"date-parts":[[2024,9]]},"abstract":"<jats:p> In this study, we introduce a novel approach to speech enhancement through the design of a complex temporal convolutional network (Complex-TCN). This model leverages the power of complex networks, enabling the simultaneous capture of both magnitude and phase information inherent in speech signals. By employing a temporal convolutional network, the Complex-TCN excels at extracting contextual information within the time domain of speech. Our findings underscore the substantial performance improvements achieved through the synergistic use of the temporal convolutional network and the incorporation of complex representations. <\/jats:p>","DOI":"10.1142\/s0219691324500152","type":"journal-article","created":{"date-parts":[[2024,4,19]],"date-time":"2024-04-19T06:38:50Z","timestamp":1713508730000},"source":"Crossref","is-referenced-by-count":1,"title":["Complex-valued temporal convolutional network for speech enhancement"],"prefix":"10.1142","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0009-0008-1743-133X","authenticated-orcid":false,"given":"Jiaqi","family":"Song","sequence":"first","affiliation":[{"name":"Electronic Information School, Wuhan University, Wuhan, Hubei 430070, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9090-1782","authenticated-orcid":false,"given":"Lian","family":"Zou","sequence":"additional","affiliation":[{"name":"Electronic Information School, Wuhan University, Wuhan, Hubei 430070, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7717-4074","authenticated-orcid":false,"given":"Liqing","family":"Zhou","sequence":"additional","affiliation":[{"name":"Electronic Information School, Wuhan University, Wuhan, Hubei 430070, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-0771-3176","authenticated-orcid":false,"given":"Ziao","family":"Liu","sequence":"additional","affiliation":[{"name":"Electronic Information School, Wuhan University, Wuhan, Hubei 430070, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4973-6444","authenticated-orcid":false,"given":"Cien","family":"Fan","sequence":"additional","affiliation":[{"name":"Electronic Information School, Wuhan University, Wuhan, Hubei 430070, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-2056-7598","authenticated-orcid":false,"given":"Bin","family":"Wang","sequence":"additional","affiliation":[{"name":"Hubei Three Gorges Laboratory, Yichang, Hubei 443000, P. R. China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2024,5,29]]},"reference":[{"key":"S0219691324500152BIB001","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-00286-8"},{"key":"S0219691324500152BIB002","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683799"},{"key":"S0219691324500152BIB004","first-page":"1","volume-title":"Int. Conf. Learning Representations","author":"Choi H.-S.","year":"2019"},{"key":"S0219691324500152BIB005","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2409"},{"key":"S0219691324500152BIB006","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2015.7178061"},{"key":"S0219691324500152BIB007","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2017.8168119"},{"key":"S0219691324500152BIB008","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2018.2821903"},{"key":"S0219691324500152BIB009","doi-asserted-by":"publisher","DOI":"10.1109\/IC4.2015.7375561"},{"key":"S0219691324500152BIB011","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2021-582"},{"key":"S0219691324500152BIB012","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2537"},{"key":"S0219691324500152BIB013","first-page":"I","volume-title":"2006 IEEE Int. Conf. Acoustics Speech and Signal Processing, Proceedings","author":"Hu Y.","year":"2006"},{"key":"S0219691324500152BIB014","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2006.12.006"},{"key":"S0219691324500152BIB015","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2021-2011"},{"key":"S0219691324500152BIB016","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746169"},{"key":"S0219691324500152BIB017","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2020-2048"},{"key":"S0219691324500152BIB018","first-page":"626","volume-title":"ICASSP 2019 \u2014 2019 IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP)","author":"Le Roux J.","year":"2019"},{"key":"S0219691324500152BIB019","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8462116"},{"key":"S0219691324500152BIB020","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2019.2915167"},{"key":"S0219691324500152BIB021","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2023-280"},{"key":"S0219691324500152BIB022","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6639038"},{"key":"S0219691324500152BIB023","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2018-1223"},{"key":"S0219691324500152BIB024","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8683634"},{"key":"S0219691324500152BIB025","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2001.941023"},{"key":"S0219691324500152BIB026","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"S0219691324500152BIB028","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2114881"},{"key":"S0219691324500152BIB029","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2019.8682834"},{"key":"S0219691324500152BIB031","doi-asserted-by":"publisher","DOI":"10.1007\/0-387-22794-6_12"},{"key":"S0219691324500152BIB032","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2014.2352935"},{"key":"S0219691324500152BIB033","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2023-936"},{"key":"S0219691324500152BIB034","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-22482-4_11"},{"key":"S0219691324500152BIB035","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2015.2512042"}],"container-title":["International Journal of Wavelets, Multiresolution and Information Processing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.worldscientific.com\/doi\/pdf\/10.1142\/S0219691324500152","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,15]],"date-time":"2024-08-15T04:26:51Z","timestamp":1723696011000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.worldscientific.com\/doi\/10.1142\/S0219691324500152"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,29]]},"references-count":31,"journal-issue":{"issue":"05","published-print":{"date-parts":[[2024,9]]}},"alternative-id":["10.1142\/S0219691324500152"],"URL":"https:\/\/doi.org\/10.1142\/s0219691324500152","relation":{},"ISSN":["0219-6913","1793-690X"],"issn-type":[{"type":"print","value":"0219-6913"},{"type":"electronic","value":"1793-690X"}],"subject":[],"published":{"date-parts":[[2024,5,29]]},"article-number":"2450015"}}